Toptal improves AI platform’s speech-to-text accuracy.
An AI company required a precise speech-to-text platform for diverse accents. Toptal’s advanced techniques ensured accurate voice preservation.
Client
A U.S.-based scheduling platform helping teams manage bookings, appointments, and calendar automation online.
Industry
TechnologyDelivered Services
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Schedule a CallChallenge
The company faced technical hurdles translating speech while preserving the original speaker’s voice, requiring better transcription accuracy.
Solution
Whisper Model Fine-tuning
Toptal employed parameter-efficient fine-tuning on the Whisper model, ensuring accurate speech-to-text conversion while preserving vocal traits.
Google Translate Integration
Toptal integrated Google Translate for translating transcribed speech into English, maintaining high accuracy and preserving original speaker tones.
Outcome
Accurate Transcription
Toptal’s fine-tuned models accurately transcribed speeches, preserving vocal characteristics and meeting voice preservation requirements.
Consistent Translations
By integrating Google Translate, Toptal ensured translated speeches were highly accurate and consistent.
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